Overview

Dataset statistics

Number of variables31
Number of observations10425
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.5 MiB
Average record size in memory256.0 B

Variable types

Numeric30
Categorical1

Alerts

Time is highly overall correlated with V12 and 1 other fieldsHigh correlation
V12 is highly overall correlated with TimeHigh correlation
V14 is highly overall correlated with TimeHigh correlation
V21 is highly overall correlated with V22High correlation
V22 is highly overall correlated with V21High correlation
Class is highly imbalanced (96.2%)Imbalance
Amount has 109 (1.0%) zerosZeros

Reproduction

Analysis started2023-12-19 17:07:05.860462
Analysis finished2023-12-19 17:10:17.688985
Duration3 minutes and 11.83 seconds
Software versionydata-profiling vv4.6.3
Download configurationconfig.json

Variables

Time
Real number (ℝ)

HIGH CORRELATION 

Distinct7629
Distinct (%)73.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10098.995
Minimum0
Maximum24759
Zeros1
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size162.9 KiB
2023-12-19T17:10:17.822048image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile525.6
Q12974
median9040
Q316979
95-th percentile23288.8
Maximum24759
Range24759
Interquartile range (IQR)14005

Descriptive statistics

Standard deviation7732.9665
Coefficient of variation (CV)0.76571642
Kurtosis-1.2094938
Mean10098.995
Median Absolute Deviation (MAD)6341
Skewness0.40000208
Sum1.0528202 × 108
Variance59798770
MonotonicityNot monotonic
2023-12-19T17:10:18.022628image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
3767 17
 
0.2%
3766 16
 
0.2%
3749 15
 
0.1%
3760 15
 
0.1%
3750 15
 
0.1%
19912 14
 
0.1%
3755 14
 
0.1%
3756 14
 
0.1%
3747 13
 
0.1%
3763 12
 
0.1%
Other values (7619) 10280
98.6%
ValueCountFrequency (%)
0 1
 
< 0.1%
1 1
 
< 0.1%
2 2
< 0.1%
4 1
 
< 0.1%
7 2
< 0.1%
9 1
 
< 0.1%
10 3
< 0.1%
11 1
 
< 0.1%
12 1
 
< 0.1%
13 1
 
< 0.1%
ValueCountFrequency (%)
24759 2
< 0.1%
24756 1
< 0.1%
24754 1
< 0.1%
24753 1
< 0.1%
24750 1
< 0.1%
24749 1
< 0.1%
24743 1
< 0.1%
24740 1
< 0.1%
24732 1
< 0.1%
24731 1
< 0.1%

V1
Real number (ℝ)

Distinct10160
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.22531515
Minimum-27.670569
Maximum1.9604966
Zeros0
Zeros (%)0.0%
Negative5684
Negative (%)54.5%
Memory size162.9 KiB
2023-12-19T17:10:18.218709image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-27.670569
5-th percentile-2.7570494
Q1-0.96877886
median-0.31853009
Q31.1627684
95-th percentile1.331889
Maximum1.9604966
Range29.631065
Interquartile range (IQR)2.1315473

Descriptive statistics

Standard deviation1.6944768
Coefficient of variation (CV)-7.5204742
Kurtosis22.212171
Mean-0.22531515
Median Absolute Deviation (MAD)1.3197875
Skewness-2.9719284
Sum-2348.9104
Variance2.8712516
MonotonicityNot monotonic
2023-12-19T17:10:18.405939image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.30252069 28
 
0.3%
0.8986142746 20
 
0.2%
1.284474754 20
 
0.2%
1.012594684 16
 
0.2%
1.109984574 14
 
0.1%
0.8792953968 8
 
0.1%
1.30204334 6
 
0.1%
1.090665696 6
 
0.1%
1.012633321 6
 
0.1%
1.257513327 6
 
0.1%
Other values (10150) 10295
98.8%
ValueCountFrequency (%)
-27.67056888 1
< 0.1%
-23.06684166 1
< 0.1%
-17.46771001 1
< 0.1%
-16.91746827 1
< 0.1%
-16.36792301 1
< 0.1%
-16.35863885 1
< 0.1%
-15.81917872 1
< 0.1%
-15.69480472 1
< 0.1%
-15.39884501 1
< 0.1%
-15.27136186 1
< 0.1%
ValueCountFrequency (%)
1.960496567 1
< 0.1%
1.685313815 1
< 0.1%
1.616392389 1
< 0.1%
1.605329486 1
< 0.1%
1.592270211 1
< 0.1%
1.586092522 1
< 0.1%
1.573517868 1
< 0.1%
1.571566609 1
< 0.1%
1.553492342 1
< 0.1%
1.550736493 1
< 0.1%

V2
Real number (ℝ)

Distinct10160
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.28849257
Minimum-34.607649
Maximum10.114816
Zeros0
Zeros (%)0.0%
Negative3976
Negative (%)38.1%
Memory size162.9 KiB
2023-12-19T17:10:18.615608image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-34.607649
5-th percentile-1.3185558
Q1-0.28416139
median0.25423958
Q30.88752482
95-th percentile1.9444727
Maximum10.114816
Range44.722464
Interquartile range (IQR)1.1716862

Descriptive statistics

Standard deviation1.3629874
Coefficient of variation (CV)4.7245147
Kurtosis64.768924
Mean0.28849257
Median Absolute Deviation (MAD)0.58268081
Skewness-2.4314719
Sum3007.5351
Variance1.8577347
MonotonicityNot monotonic
2023-12-19T17:10:18.825042image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.4474736062 28
 
0.3%
0.03389619282 20
 
0.2%
-0.5285973831 20
 
0.2%
0.1854111028 16
 
0.2%
0.3680321465 14
 
0.1%
0.0019729342 8
 
0.1%
-0.2615025416 6
 
0.1%
0.3361088879 6
 
0.1%
0.1854749494 6
 
0.1%
-0.3350856527 6
 
0.1%
Other values (10150) 10295
98.8%
ValueCountFrequency (%)
-34.60764864 1
< 0.1%
-25.64052693 1
< 0.1%
-13.44968402 1
< 0.1%
-12.11421274 1
< 0.1%
-12.06033872 1
< 0.1%
-11.94389198 1
< 0.1%
-11.79855865 1
< 0.1%
-11.02885837 1
< 0.1%
-9.916181536 1
< 0.1%
-9.612726202 1
< 0.1%
ValueCountFrequency (%)
10.11481572 1
< 0.1%
9.669900173 1
< 0.1%
9.223691949 1
< 0.1%
9.133348064 1
< 0.1%
9.092122886 1
< 0.1%
9.067613427 1
< 0.1%
8.919984185 1
< 0.1%
8.835397642 1
< 0.1%
8.775997153 1
< 0.1%
8.684639789 1
< 0.1%

V3
Real number (ℝ)

Distinct10160
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.85199329
Minimum-24.202142
Maximum4.1017162
Zeros0
Zeros (%)0.0%
Negative1495
Negative (%)14.3%
Memory size162.9 KiB
2023-12-19T17:10:19.022385image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-24.202142
5-th percentile-0.94157639
Q10.41140242
median0.96201272
Q31.6107659
95-th percentile2.554548
Maximum4.1017162
Range28.303858
Interquartile range (IQR)1.1993635

Descriptive statistics

Standard deviation1.5361654
Coefficient of variation (CV)1.8030252
Kurtosis61.744761
Mean0.85199329
Median Absolute Deviation (MAD)0.59788208
Skewness-5.6247686
Sum8882.03
Variance2.3598041
MonotonicityNot monotonic
2023-12-19T17:10:19.221271image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.4957574879 28
 
0.3%
-0.0832970051 20
 
0.2%
-0.5519523239 20
 
0.2%
1.857002444 16
 
0.2%
-0.06140746339 14
 
0.1%
-0.09451009891 8
 
0.1%
-0.7227563815 6
 
0.1%
-0.0726205572 6
 
0.1%
1.85702487 6
 
0.1%
-0.7486025627 6
 
0.1%
Other values (10150) 10295
98.8%
ValueCountFrequency (%)
-24.20214223 1
< 0.1%
-23.73644341 1
< 0.1%
-23.27063052 1
< 0.1%
-22.80468646 1
< 0.1%
-22.33859051 1
< 0.1%
-21.40583574 1
< 0.1%
-19.02691234 1
< 0.1%
-17.71263237 1
< 0.1%
-16.58707294 1
< 0.1%
-16.43257711 1
< 0.1%
ValueCountFrequency (%)
4.101716178 1
< 0.1%
4.079167812 1
< 0.1%
4.029428319 1
< 0.1%
4.017561418 1
< 0.1%
3.945275899 1
< 0.1%
3.940337447 1
< 0.1%
3.934997816 1
< 0.1%
3.920274898 1
< 0.1%
3.90655802 1
< 0.1%
3.874251347 1
< 0.1%

V4
Real number (ℝ)

Distinct10160
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.3000088
Minimum-4.657545
Maximum11.927512
Zeros0
Zeros (%)0.0%
Negative4330
Negative (%)41.5%
Memory size162.9 KiB
2023-12-19T17:10:19.439369image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-4.657545
5-th percentile-2.0700102
Q1-0.62889526
median0.21791062
Q31.1997874
95-th percentile2.8464468
Maximum11.927512
Range16.585057
Interquartile range (IQR)1.8286826

Descriptive statistics

Standard deviation1.502112
Coefficient of variation (CV)5.0068931
Kurtosis4.0329672
Mean0.3000088
Median Absolute Deviation (MAD)0.90943047
Skewness0.77081416
Sum3127.5917
Variance2.2563405
MonotonicityNot monotonic
2023-12-19T17:10:19.639214image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-3.214799282 28
 
0.3%
1.256326169 20
 
0.2%
-1.692216951 20
 
0.2%
2.625675359 16
 
0.2%
1.376844397 14
 
0.1%
1.264449245 8
 
0.1%
-0.8537282566 6
 
0.1%
1.384967473 6
 
0.1%
2.625659113 6
 
0.1%
-0.8350045662 6
 
0.1%
Other values (10150) 10295
98.8%
ValueCountFrequency (%)
-4.657545034 1
< 0.1%
-4.573540467 1
< 0.1%
-4.515824355 1
< 0.1%
-4.449606341 1
< 0.1%
-4.43421128 1
< 0.1%
-4.283314915 1
< 0.1%
-4.014689911 1
< 0.1%
-3.97698878 1
< 0.1%
-3.782073238 1
< 0.1%
-3.774039106 1
< 0.1%
ValueCountFrequency (%)
11.92751187 1
< 0.1%
11.88531289 1
< 0.1%
11.86486808 1
< 0.1%
11.84477659 1
< 0.1%
11.82499023 1
< 0.1%
11.80546921 1
< 0.1%
11.27035233 1
< 0.1%
11.16552584 1
< 0.1%
10.46302042 1
< 0.1%
10.34322806 1
< 0.1%

V5
Real number (ℝ)

Distinct10160
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.12000828
Minimum-32.092129
Maximum34.099309
Zeros0
Zeros (%)0.0%
Negative6215
Negative (%)59.6%
Memory size162.9 KiB
2023-12-19T17:10:19.862959image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-32.092129
5-th percentile-1.5456168
Q1-0.71579627
median-0.18858434
Q30.34529931
95-th percentile1.8612766
Maximum34.099309
Range66.191438
Interquartile range (IQR)1.0610956

Descriptive statistics

Standard deviation1.2572949
Coefficient of variation (CV)-10.476735
Kurtosis101.88162
Mean-0.12000828
Median Absolute Deviation (MAD)0.53028744
Skewness0.10931249
Sum-1251.0863
Variance1.5807904
MonotonicityNot monotonic
2023-12-19T17:10:20.044393image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2.705041053 28
 
0.3%
0.5540913478 20
 
0.2%
1.390419382 20
 
0.2%
-0.8136860245 16
 
0.2%
0.07043737921 14
 
0.1%
0.544228882 8
 
0.1%
1.700463346 6
 
0.1%
0.06057491341 6
 
0.1%
-0.8136662996 6
 
0.1%
1.677730363 6
 
0.1%
Other values (10150) 10295
98.8%
ValueCountFrequency (%)
-32.092129 1
< 0.1%
-10.42019898 1
< 0.1%
-10.3289879 1
< 0.1%
-10.27474924 1
< 0.1%
-10.19804581 1
< 0.1%
-9.897807157 1
< 0.1%
-9.830548229 1
< 0.1%
-9.790823431 1
< 0.1%
-9.74943959 1
< 0.1%
-9.466756434 1
< 0.1%
ValueCountFrequency (%)
34.09930934 1
< 0.1%
11.97426887 1
< 0.1%
8.869680489 1
< 0.1%
8.489768552 1
< 0.1%
8.393067861 1
< 0.1%
8.158151076 1
< 0.1%
8.132340521 1
< 0.1%
8.106762197 1
< 0.1%
7.672543966 1
< 0.1%
7.150194268 1
< 0.1%

V6
Real number (ℝ)

Distinct10160
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.14134536
Minimum-23.496714
Maximum21.393069
Zeros0
Zeros (%)0.0%
Negative5887
Negative (%)56.5%
Memory size162.9 KiB
2023-12-19T17:10:20.243880image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-23.496714
5-th percentile-1.2506666
Q1-0.61403193
median-0.13525672
Q30.52118019
95-th percentile3.2732413
Maximum21.393069
Range44.889783
Interquartile range (IQR)1.1352121

Descriptive statistics

Standard deviation1.3151509
Coefficient of variation (CV)9.3045215
Kurtosis19.11428
Mean0.14134536
Median Absolute Deviation (MAD)0.54627708
Skewness1.0483302
Sum1473.5253
Variance1.7296219
MonotonicityNot monotonic
2023-12-19T17:10:20.438761image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2.762439585 28
 
0.3%
0.7023423327 20
 
0.2%
3.487250802 20
 
0.2%
0.7411976888 16
 
0.2%
-1.100572945 14
 
0.1%
0.7059410018 8
 
0.1%
3.426329301 6
 
0.1%
-1.096974276 6
 
0.1%
0.7411904915 6
 
0.1%
3.434624233 6
 
0.1%
Other values (10150) 10295
98.8%
ValueCountFrequency (%)
-23.49671393 1
< 0.1%
-7.574798166 1
< 0.1%
-6.008566854 1
< 0.1%
-5.841812707 1
< 0.1%
-5.698519198 1
< 0.1%
-5.500163214 1
< 0.1%
-5.008147158 1
< 0.1%
-4.98300349 1
< 0.1%
-4.445610382 1
< 0.1%
-4.174304981 1
< 0.1%
ValueCountFrequency (%)
21.39306876 1
< 0.1%
10.03392286 1
< 0.1%
7.074413676 1
< 0.1%
6.908958996 1
< 0.1%
6.869369611 1
< 0.1%
6.86668778 1
< 0.1%
6.456410462 1
< 0.1%
6.322360846 1
< 0.1%
6.312789114 1
< 0.1%
5.811644948 1
< 0.1%

V7
Real number (ℝ)

Distinct10160
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.15272659
Minimum-26.548144
Maximum34.303177
Zeros0
Zeros (%)0.0%
Negative5864
Negative (%)56.2%
Memory size162.9 KiB
2023-12-19T17:10:20.633863image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-26.548144
5-th percentile-1.2976521
Q1-0.61383784
median-0.11568285
Q30.42069152
95-th percentile1.1049164
Maximum34.303177
Range60.851321
Interquartile range (IQR)1.0345294

Descriptive statistics

Standard deviation1.2345473
Coefficient of variation (CV)-8.0833815
Kurtosis127.31495
Mean-0.15272659
Median Absolute Deviation (MAD)0.51666789
Skewness-2.9107482
Sum-1592.1747
Variance1.524107
MonotonicityNot monotonic
2023-12-19T17:10:20.836083image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.5938465551 28
 
0.3%
0.1556682316 20
 
0.2%
-1.223488842 20
 
0.2%
-1.050509509 16
 
0.2%
0.6103973431 14
 
0.1%
0.1689380404 8
 
0.1%
-1.013725785 6
 
0.1%
0.6236671518 6
 
0.1%
-1.050536049 6
 
0.1%
-0.983138876 6
 
0.1%
Other values (10150) 10295
98.8%
ValueCountFrequency (%)
-26.54814377 1
< 0.1%
-21.92281103 1
< 0.1%
-17.656788 1
< 0.1%
-17.29065667 1
< 0.1%
-16.92515204 1
< 0.1%
-16.56036811 1
< 0.1%
-16.53580681 1
< 0.1%
-16.19641866 1
< 0.1%
-15.6003233 1
< 0.1%
-15.47161228 1
< 0.1%
ValueCountFrequency (%)
34.30317686 1
< 0.1%
10.78408765 1
< 0.1%
8.571717472 1
< 0.1%
8.071854776 1
< 0.1%
7.887490429 1
< 0.1%
6.359748751 1
< 0.1%
5.431270921 1
< 0.1%
5.400285574 1
< 0.1%
5.384272345 1
< 0.1%
5.373923228 1
< 0.1%

V8
Real number (ℝ)

Distinct10160
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.015718215
Minimum-23.632502
Maximum10.535558
Zeros0
Zeros (%)0.0%
Negative4937
Negative (%)47.4%
Memory size162.9 KiB
2023-12-19T17:10:21.037105image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-23.632502
5-th percentile-0.89970012
Q1-0.17872725
median0.019633684
Q30.27433436
95-th percentile0.95223996
Maximum10.535558
Range34.16806
Interquartile range (IQR)0.4530616

Descriptive statistics

Standard deviation1.2615797
Coefficient of variation (CV)-80.262272
Kurtosis129.61601
Mean-0.015718215
Median Absolute Deviation (MAD)0.21914434
Skewness-7.9753593
Sum-163.8624
Variance1.5915833
MonotonicityNot monotonic
2023-12-19T17:10:21.239173image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.5564510255 28
 
0.3%
0.1963597357 20
 
0.2%
0.8757863762 20
 
0.2%
0.4114487108 16
 
0.2%
-0.4872009722 14
 
0.1%
0.1937641969 8
 
0.1%
0.7939703729 6
 
0.1%
-0.489796511 6
 
0.1%
0.4114539019 6
 
0.1%
0.787987656 6
 
0.1%
Other values (10150) 10295
98.8%
ValueCountFrequency (%)
-23.6325024 1
< 0.1%
-23.46459462 1
< 0.1%
-23.24971822 1
< 0.1%
-23.17963967 1
< 0.1%
-22.85505093 1
< 0.1%
-22.60571052 1
< 0.1%
-22.58854677 1
< 0.1%
-22.15906273 1
< 0.1%
-21.7254415 1
< 0.1%
-21.28396073 1
< 0.1%
ValueCountFrequency (%)
10.53555784 1
< 0.1%
10.12438664 1
< 0.1%
8.860266155 1
< 0.1%
8.675685369 1
< 0.1%
8.564943016 1
< 0.1%
8.438878138 1
< 0.1%
8.2460289 1
< 0.1%
8.143380647 1
< 0.1%
7.721780403 1
< 0.1%
7.414638469 1
< 0.1%

V9
Real number (ℝ)

Distinct10160
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.98752187
Minimum-7.1750966
Maximum10.392889
Zeros0
Zeros (%)0.0%
Negative1922
Negative (%)18.4%
Memory size162.9 KiB
2023-12-19T17:10:21.457485image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-7.1750966
5-th percentile-0.80499768
Q10.28219319
median0.96858564
Q31.6443689
95-th percentile3.01733
Maximum10.392889
Range17.567985
Interquartile range (IQR)1.3621757

Descriptive statistics

Standard deviation1.2126634
Coefficient of variation (CV)1.2279864
Kurtosis4.0337573
Mean0.98752187
Median Absolute Deviation (MAD)0.68123054
Skewness0.15077645
Sum10294.915
Variance1.4705526
MonotonicityNot monotonic
2023-12-19T17:10:21.669956image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.6977195955 28
 
0.3%
1.160758531 20
 
0.2%
2.95498237 20
 
0.2%
1.07822938 16
 
0.2%
0.9205892694 14
 
0.1%
1.159580669 8
 
0.1%
1.596135576 6
 
0.1%
0.9194114079 6
 
0.1%
1.078231736 6
 
0.1%
1.593420605 6
 
0.1%
Other values (10150) 10295
98.8%
ValueCountFrequency (%)
-7.175096615 1
< 0.1%
-6.8152729 1
< 0.1%
-6.380124898 1
< 0.1%
-6.333685156 1
< 0.1%
-6.329800846 1
< 0.1%
-6.310658433 1
< 0.1%
-6.287735948 1
< 0.1%
-6.272790468 1
< 0.1%
-6.264903488 1
< 0.1%
-6.242149309 1
< 0.1%
ValueCountFrequency (%)
10.39288882 1
< 0.1%
10.37065798 1
< 0.1%
10.3484067 1
< 0.1%
10.32613305 1
< 0.1%
7.730700798 1
< 0.1%
7.496576798 1
< 0.1%
7.011563059 1
< 0.1%
6.819787138 1
< 0.1%
6.450991507 1
< 0.1%
6.330222099 1
< 0.1%

V10
Real number (ℝ)

Distinct10160
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.33638718
Minimum-14.166795
Maximum12.259949
Zeros0
Zeros (%)0.0%
Negative7335
Negative (%)70.4%
Memory size162.9 KiB
2023-12-19T17:10:21.898980image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-14.166795
5-th percentile-1.6615178
Q1-0.79018498
median-0.38211541
Q30.11812416
95-th percentile1.1032308
Maximum12.259949
Range26.426744
Interquartile range (IQR)0.90830915

Descriptive statistics

Standard deviation1.2245013
Coefficient of variation (CV)-3.6401544
Kurtosis34.921875
Mean-0.33638718
Median Absolute Deviation (MAD)0.46084739
Skewness-0.86067545
Sum-3506.8363
Variance1.4994034
MonotonicityNot monotonic
2023-12-19T17:10:22.102799image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-1.090180906 28
 
0.3%
-0.5182587848 20
 
0.2%
-1.398573914 20
 
0.2%
0.4107441876 16
 
0.2%
-0.3808835352 14
 
0.1%
-0.5229164241 8
 
0.1%
-0.4613950441 6
 
0.1%
-0.3855411746 6
 
0.1%
0.4107535029 6
 
0.1%
-0.4721309028 6
 
0.1%
Other values (10150) 10295
98.8%
ValueCountFrequency (%)
-14.16679466 1
< 0.1%
-13.67054513 1
< 0.1%
-13.34827765 1
< 0.1%
-13.19341507 1
< 0.1%
-13.17519808 1
< 0.1%
-13.13669837 1
< 0.1%
-13.08889092 1
< 0.1%
-13.0027093 1
< 0.1%
-12.93892931 1
< 0.1%
-12.91663611 1
< 0.1%
ValueCountFrequency (%)
12.25994935 1
< 0.1%
12.17440008 1
< 0.1%
12.08882619 1
< 0.1%
12.00322537 1
< 0.1%
11.90686815 1
< 0.1%
9.759894195 1
< 0.1%
8.82175647 1
< 0.1%
8.033440299 1
< 0.1%
7.979490641 1
< 0.1%
7.895718851 1
< 0.1%

V11
Real number (ℝ)

Distinct10160
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.86675593
Minimum-2.595325
Maximum12.018913
Zeros0
Zeros (%)0.0%
Negative2415
Negative (%)23.2%
Memory size162.9 KiB
2023-12-19T17:10:22.301077image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-2.595325
5-th percentile-0.93588271
Q10.063361186
median0.80265388
Q31.6696718
95-th percentile2.5714955
Maximum12.018913
Range14.614238
Interquartile range (IQR)1.6063106

Descriptive statistics

Standard deviation1.1980896
Coefficient of variation (CV)1.3822687
Kurtosis9.2513992
Mean0.86675593
Median Absolute Deviation (MAD)0.80368807
Skewness1.2946891
Sum9035.9306
Variance1.4354187
MonotonicityNot monotonic
2023-12-19T17:10:22.498520image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.1110879642 28
 
0.3%
1.606341951 20
 
0.2%
0.7562874684 20
 
0.2%
2.237912364 16
 
0.2%
0.6677809452 14
 
0.1%
1.606485223 8
 
0.1%
0.877489359 6
 
0.1%
0.6679242167 6
 
0.1%
2.237912077 6
 
0.1%
0.8778195997 6
 
0.1%
Other values (10150) 10295
98.8%
ValueCountFrequency (%)
-2.595325047 1
< 0.1%
-2.498729331 1
< 0.1%
-2.490789178 1
< 0.1%
-2.478855646 1
< 0.1%
-2.472735276 1
< 0.1%
-2.471915791 1
< 0.1%
-2.449773771 1
< 0.1%
-2.437157248 1
< 0.1%
-2.37237138 1
< 0.1%
-2.345934128 1
< 0.1%
ValueCountFrequency (%)
12.01891318 1
< 0.1%
11.66920474 1
< 0.1%
11.61972348 1
< 0.1%
11.27792073 1
< 0.1%
11.22847028 1
< 0.1%
11.02705909 1
< 0.1%
10.85301165 1
< 0.1%
10.54526295 1
< 0.1%
10.44684681 1
< 0.1%
10.27776886 1
< 0.1%

V12
Real number (ℝ)

HIGH CORRELATION 

Distinct10160
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.5571264
Minimum-17.769143
Maximum3.607076
Zeros0
Zeros (%)0.0%
Negative8376
Negative (%)80.3%
Memory size162.9 KiB
2023-12-19T17:10:22.705009image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-17.769143
5-th percentile-3.3125661
Q1-2.4712552
median-1.8606661
Q3-0.4274821
95-th percentile0.88825429
Maximum3.607076
Range21.37622
Interquartile range (IQR)2.0437731

Descriptive statistics

Standard deviation1.5361481
Coefficient of variation (CV)-0.98652758
Kurtosis16.456869
Mean-1.5571264
Median Absolute Deviation (MAD)0.76916572
Skewness-1.696902
Sum-16233.043
Variance2.3597511
MonotonicityNot monotonic
2023-12-19T17:10:22.923448image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.06265234746 28
 
0.3%
-2.525492525 20
 
0.2%
-1.875448319 20
 
0.2%
-2.310505578 16
 
0.2%
-2.023532466 14
 
0.1%
-2.525080637 8
 
0.1%
-2.511817334 6
 
0.1%
-2.023120579 6
 
0.1%
-2.310506402 6
 
0.1%
-2.510867934 6
 
0.1%
Other values (10150) 10295
98.8%
ValueCountFrequency (%)
-17.76914346 1
< 0.1%
-17.63160631 1
< 0.1%
-17.22866224 1
< 0.1%
-17.13130095 1
< 0.1%
-16.72833933 1
< 0.1%
-16.38805417 1
< 0.1%
-15.96920752 1
< 0.1%
-15.47905248 1
< 0.1%
-15.14498822 1
< 0.1%
-15.11788939 1
< 0.1%
ValueCountFrequency (%)
3.607076045 1
< 0.1%
3.606760812 1
< 0.1%
2.771414954 1
< 0.1%
2.313066057 1
< 0.1%
2.171292484 1
< 0.1%
2.163751282 1
< 0.1%
2.152055116 1
< 0.1%
2.075870867 1
< 0.1%
2.040290887 1
< 0.1%
1.977772847 1
< 0.1%

V13
Real number (ℝ)

Distinct10160
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.002767
Minimum-3.3895101
Maximum4.4654132
Zeros0
Zeros (%)0.0%
Negative2093
Negative (%)20.1%
Memory size162.9 KiB
2023-12-19T17:10:23.119486image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-3.3895101
5-th percentile-1.046607
Q10.19184562
median1.1025707
Q31.8583416
95-th percentile2.7527991
Maximum4.4654132
Range7.8549233
Interquartile range (IQR)1.666496

Descriptive statistics

Standard deviation1.1614366
Coefficient of variation (CV)1.1582318
Kurtosis-0.21051051
Mean1.002767
Median Absolute Deviation (MAD)0.7984074
Skewness-0.38915651
Sum10453.846
Variance1.348935
MonotonicityNot monotonic
2023-12-19T17:10:23.331575image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.2384570315 28
 
0.3%
0.1660467739 20
 
0.2%
1.673656086 20
 
0.2%
0.7711515061 16
 
0.2%
2.151357569 14
 
0.1%
0.1678296401 8
 
0.1%
1.798557012 6
 
0.1%
2.153140435 6
 
0.1%
0.7711479403 6
 
0.1%
1.802666518 6
 
0.1%
Other values (10150) 10295
98.8%
ValueCountFrequency (%)
-3.389510119 1
< 0.1%
-3.315213425 1
< 0.1%
-3.202718101 1
< 0.1%
-3.153399893 1
< 0.1%
-3.141239348 1
< 0.1%
-2.794071399 1
< 0.1%
-2.792539447 1
< 0.1%
-2.77741166 1
< 0.1%
-2.713448313 1
< 0.1%
-2.673610417 1
< 0.1%
ValueCountFrequency (%)
4.465413177 1
< 0.1%
3.904562358 1
< 0.1%
3.754715169 1
< 0.1%
3.708994098 1
< 0.1%
3.699423964 1
< 0.1%
3.685569729 1
< 0.1%
3.68245814 1
< 0.1%
3.641478168 1
< 0.1%
3.610837404 1
< 0.1%
3.590139297 1
< 0.1%

V14
Real number (ℝ)

HIGH CORRELATION 

Distinct10160
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.84316592
Minimum-19.214325
Maximum7.6922085
Zeros0
Zeros (%)0.0%
Negative1816
Negative (%)17.4%
Memory size162.9 KiB
2023-12-19T17:10:23.553751image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-19.214325
5-th percentile-0.76460631
Q10.26642329
median1.1200535
Q31.5607314
95-th percentile2.0839023
Maximum7.6922085
Range26.906534
Interquartile range (IQR)1.2943081

Descriptive statistics

Standard deviation1.3449105
Coefficient of variation (CV)1.5950722
Kurtosis53.694039
Mean0.84316592
Median Absolute Deviation (MAD)0.57610427
Skewness-5.1094801
Sum8790.0047
Variance1.8087843
MonotonicityNot monotonic
2023-12-19T17:10:23.773320image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.2157381385 28
 
0.3%
2.428011871 20
 
0.2%
1.405684451 20
 
0.2%
1.647487648 16
 
0.2%
1.919033358 14
 
0.1%
2.430275831 8
 
0.1%
1.60512334 6
 
0.1%
1.921297318 6
 
0.1%
1.64748312 6
 
0.1%
1.610341768 6
 
0.1%
Other values (10150) 10295
98.8%
ValueCountFrequency (%)
-19.21432549 1
< 0.1%
-18.82208674 1
< 0.1%
-18.49377336 1
< 0.1%
-18.04999769 1
< 0.1%
-17.72163835 1
< 0.1%
-17.23020216 1
< 0.1%
-15.06637436 1
< 0.1%
-14.69072913 1
< 0.1%
-14.66638897 1
< 0.1%
-14.49159835 1
< 0.1%
ValueCountFrequency (%)
7.692208544 1
< 0.1%
7.439565532 1
< 0.1%
6.940483847 1
< 0.1%
6.690751884 1
< 0.1%
5.942856872 1
< 0.1%
5.840504717 1
< 0.1%
5.7487338 1
< 0.1%
5.69056194 1
< 0.1%
5.650251318 1
< 0.1%
5.590615972 1
< 0.1%

V15
Real number (ℝ)

Distinct10160
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.18490286
Minimum-4.1525318
Maximum3.6350415
Zeros0
Zeros (%)0.0%
Negative5438
Negative (%)52.2%
Memory size162.9 KiB
2023-12-19T17:10:23.998911image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-4.1525318
5-th percentile-2.0079335
Q1-0.76431712
median-0.044885843
Q30.48670417
95-th percentile1.1819456
Maximum3.6350415
Range7.7875733
Interquartile range (IQR)1.2510213

Descriptive statistics

Standard deviation0.97783806
Coefficient of variation (CV)-5.2883881
Kurtosis0.35524603
Mean-0.18490286
Median Absolute Deviation (MAD)0.6070722
Skewness-0.57156644
Sum-1927.6123
Variance0.95616727
MonotonicityNot monotonic
2023-12-19T17:10:24.198978image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1.069355893 28
 
0.3%
1.169787788 20
 
0.2%
0.7105328819 20
 
0.2%
0.005918309288 16
 
0.2%
-0.09870020159 14
 
0.1%
1.171045783 8
 
0.1%
0.761804883 6
 
0.1%
-0.09744220703 6
 
0.1%
0.005915793299 6
 
0.1%
0.7647045605 6
 
0.1%
Other values (10150) 10295
98.8%
ValueCountFrequency (%)
-4.15253176 1
< 0.1%
-3.918266084 1
< 0.1%
-3.879892017 1
< 0.1%
-3.875765094 1
< 0.1%
-3.835366057 1
< 0.1%
-3.650146138 1
< 0.1%
-3.625771028 1
< 0.1%
-3.563326387 1
< 0.1%
-3.505480785 1
< 0.1%
-3.418341805 1
< 0.1%
ValueCountFrequency (%)
3.635041517 1
< 0.1%
2.927060213 1
< 0.1%
2.842022601 1
< 0.1%
2.806856084 1
< 0.1%
2.791878356 1
< 0.1%
2.703684691 1
< 0.1%
2.701359326 1
< 0.1%
2.645733097 1
< 0.1%
2.533660621 1
< 0.1%
2.501394702 1
< 0.1%

V16
Real number (ℝ)

Distinct10160
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.042470371
Minimum-12.227189
Maximum4.8162523
Zeros0
Zeros (%)0.0%
Negative5095
Negative (%)48.9%
Memory size162.9 KiB
2023-12-19T17:10:24.420604image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-12.227189
5-th percentile-1.4203926
Q1-0.52944883
median0.026072399
Q30.53161155
95-th percentile1.2379822
Maximum4.8162523
Range17.043442
Interquartile range (IQR)1.0610604

Descriptive statistics

Standard deviation0.96766998
Coefficient of variation (CV)-22.78459
Kurtosis27.606956
Mean-0.042470371
Median Absolute Deviation (MAD)0.52872031
Skewness-2.9742657
Sum-442.75361
Variance0.93638519
MonotonicityNot monotonic
2023-12-19T17:10:24.635954image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.2552305247 28
 
0.3%
-1.53234065 20
 
0.2%
-0.1496408665 20
 
0.2%
1.168256269 16
 
0.2%
-0.2565887086 14
 
0.1%
-1.531021705 8
 
0.1%
0.8110916173 6
 
0.1%
-0.2552697632 6
 
0.1%
1.168253631 6
 
0.1%
0.8141317864 6
 
0.1%
Other values (10150) 10295
98.8%
ValueCountFrequency (%)
-12.22718928 1
< 0.1%
-11.91148302 1
< 0.1%
-10.62949739 1
< 0.1%
-10.32201668 1
< 0.1%
-10.26660918 1
< 0.1%
-10.12239192 1
< 0.1%
-10.11555995 1
< 0.1%
-10.09867066 1
< 0.1%
-10.05311224 1
< 0.1%
-10.03109666 1
< 0.1%
ValueCountFrequency (%)
4.816252303 1
< 0.1%
4.087801791 1
< 0.1%
3.930881236 1
< 0.1%
3.890837784 1
< 0.1%
3.764085379 1
< 0.1%
3.448417942 1
< 0.1%
3.401112451 1
< 0.1%
3.280129103 1
< 0.1%
3.255931906 1
< 0.1%
3.162368934 1
< 0.1%

V17
Real number (ℝ)

Distinct10160
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.42238125
Minimum-18.587366
Maximum9.2535263
Zeros0
Zeros (%)0.0%
Negative2918
Negative (%)28.0%
Memory size162.9 KiB
2023-12-19T17:10:24.870660image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-18.587366
5-th percentile-0.74725014
Q1-0.058214458
median0.41638251
Q30.89730495
95-th percentile1.8036341
Maximum9.2535263
Range27.840892
Interquartile range (IQR)0.95551941

Descriptive statistics

Standard deviation1.2179278
Coefficient of variation (CV)2.8834799
Kurtosis83.01917
Mean0.42238125
Median Absolute Deviation (MAD)0.47716951
Skewness-5.8128615
Sum4403.3246
Variance1.4833482
MonotonicityNot monotonic
2023-12-19T17:10:25.065963image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-1.072084985 28
 
0.3%
1.822234493 20
 
0.2%
0.08123088306 20
 
0.2%
-0.04472191861 16
 
0.2%
0.392087355 14
 
0.1%
1.822530964 8
 
0.1%
-0.2086832239 6
 
0.1%
0.3923838259 6
 
0.1%
-0.04472251155 6
 
0.1%
-0.2079998584 6
 
0.1%
Other values (10150) 10295
98.8%
ValueCountFrequency (%)
-18.58736621 1
< 0.1%
-18.1030037 1
< 0.1%
-17.54203031 1
< 0.1%
-17.50661155 1
< 0.1%
-17.09844421 1
< 0.1%
-16.82534428 1
< 0.1%
-16.66817932 1
< 0.1%
-16.51114335 1
< 0.1%
-16.35409442 1
< 0.1%
-16.04922782 1
< 0.1%
ValueCountFrequency (%)
9.25352625 1
< 0.1%
8.538195139 1
< 0.1%
7.893392532 1
< 0.1%
7.766636363 1
< 0.1%
7.733456284 1
< 0.1%
7.611861523 1
< 0.1%
7.573522625 1
< 0.1%
7.140626771 1
< 0.1%
6.9835454 1
< 0.1%
6.739384385 1
< 0.1%

V18
Real number (ℝ)

Distinct10160
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.001889954
Minimum-8.061208
Maximum4.2956482
Zeros0
Zeros (%)0.0%
Negative4877
Negative (%)46.8%
Memory size162.9 KiB
2023-12-19T17:10:25.268368image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-8.061208
5-th percentile-1.3829814
Q1-0.43567089
median0.055643204
Q30.50139218
95-th percentile1.1886422
Maximum4.2956482
Range12.356856
Interquartile range (IQR)0.93706307

Descriptive statistics

Standard deviation0.84859915
Coefficient of variation (CV)449.00518
Kurtosis5.7872681
Mean0.001889954
Median Absolute Deviation (MAD)0.4678194
Skewness-0.91925869
Sum19.702771
Variance0.72012053
MonotonicityNot monotonic
2023-12-19T17:10:25.489195image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.4851104315 28
 
0.3%
-1.963373148 20
 
0.2%
0.8935765687 20
 
0.2%
0.8383888864 16
 
0.2%
-0.1384420515 14
 
0.1%
-1.961324276 8
 
0.1%
0.5937963316 6
 
0.1%
-0.1363931788 6
 
0.1%
0.8383847886 6
 
0.1%
0.5985189831 6
 
0.1%
Other values (10150) 10295
98.8%
ValueCountFrequency (%)
-8.06120799 1
< 0.1%
-6.920761861 1
< 0.1%
-6.837834539 1
< 0.1%
-6.792637787 1
< 0.1%
-5.494927642 1
< 0.1%
-5.366659956 1
< 0.1%
-5.322008981 1
< 0.1%
-5.247301106 1
< 0.1%
-5.133153767 1
< 0.1%
-5.125644757 1
< 0.1%
ValueCountFrequency (%)
4.295648234 1
< 0.1%
4.199591107 1
< 0.1%
4.115559919 1
< 0.1%
4.093439956 1
< 0.1%
4.071328562 1
< 0.1%
3.832711791 1
< 0.1%
3.65979313 1
< 0.1%
3.042493178 1
< 0.1%
3.012463106 1
< 0.1%
2.950374471 1
< 0.1%

V19
Real number (ℝ)

Distinct10160
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.082047924
Minimum-4.9327331
Maximum4.5553594
Zeros0
Zeros (%)0.0%
Negative5649
Negative (%)54.2%
Memory size162.9 KiB
2023-12-19T17:10:25.705804image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-4.9327331
5-th percentile-1.4791379
Q1-0.57244664
median-0.078863979
Q30.44203244
95-th percentile1.2377685
Maximum4.5553594
Range9.4880924
Interquartile range (IQR)1.0144791

Descriptive statistics

Standard deviation0.82849258
Coefficient of variation (CV)-10.097667
Kurtosis1.0201735
Mean-0.082047924
Median Absolute Deviation (MAD)0.50602633
Skewness-0.21033291
Sum-855.34961
Variance0.68639995
MonotonicityNot monotonic
2023-12-19T17:10:25.917244image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.2713148852 28
 
0.3%
-2.149184768 20
 
0.2%
0.7209114171 20
 
0.2%
-1.76632442 16
 
0.2%
-0.4859831063 14
 
0.1%
-2.15237867 8
 
0.1%
-0.03119331202 6
 
0.1%
-0.4891770087 6
 
0.1%
-1.766318032 6
 
0.1%
-0.03855525702 6
 
0.1%
Other values (10150) 10295
98.8%
ValueCountFrequency (%)
-4.932733055 1
< 0.1%
-4.021062314 1
< 0.1%
-3.817501674 1
< 0.1%
-3.816426269 1
< 0.1%
-3.799214953 1
< 0.1%
-3.718810312 1
< 0.1%
-3.662048182 1
< 0.1%
-3.636757707 1
< 0.1%
-3.626608126 1
< 0.1%
-3.599222455 1
< 0.1%
ValueCountFrequency (%)
4.555359379 1
< 0.1%
3.365631544 1
< 0.1%
3.166998907 1
< 0.1%
3.126929352 1
< 0.1%
3.097748598 1
< 0.1%
3.048037026 1
< 0.1%
2.895505737 1
< 0.1%
2.864929743 1
< 0.1%
2.862706058 1
< 0.1%
2.697586054 1
< 0.1%

V20
Real number (ℝ)

Distinct10160
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.018465966
Minimum-13.276034
Maximum7.9221409
Zeros0
Zeros (%)0.0%
Negative5978
Negative (%)57.3%
Memory size162.9 KiB
2023-12-19T17:10:26.110171image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-13.276034
5-th percentile-0.46573206
Q1-0.1615156
median-0.039908448
Q30.13731752
95-th percentile0.72904021
Maximum7.9221409
Range21.198175
Interquartile range (IQR)0.29883312

Descriptive statistics

Standard deviation0.57808615
Coefficient of variation (CV)31.305493
Kurtosis88.414816
Mean0.018465966
Median Absolute Deviation (MAD)0.14426076
Skewness-1.500642
Sum192.50769
Variance0.3341836
MonotonicityNot monotonic
2023-12-19T17:10:26.297352image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.1560890111 28
 
0.3%
-0.2524967714 20
 
0.2%
-0.01541492637 20
 
0.2%
-0.2404692901 16
 
0.2%
0.01366173801 14
 
0.1%
-0.2321321687 8
 
0.1%
0.0466632653 6
 
0.1%
0.03402634074 6
 
0.1%
-0.2405100193 6
 
0.1%
0.0936036746 6
 
0.1%
Other values (10150) 10295
98.8%
ValueCountFrequency (%)
-13.27603434 1
< 0.1%
-12.83404164 1
< 0.1%
-11.74868903 1
< 0.1%
-5.571503156 1
< 0.1%
-4.578146919 1
< 0.1%
-4.566619243 1
< 0.1%
-4.56160771 1
< 0.1%
-4.543539901 1
< 0.1%
-4.516220794 1
< 0.1%
-3.785807772 1
< 0.1%
ValueCountFrequency (%)
7.922140914 1
< 0.1%
7.744222435 1
< 0.1%
5.851380735 1
< 0.1%
5.580589875 1
< 0.1%
5.552956451 1
< 0.1%
5.55076003 1
< 0.1%
5.418451542 1
< 0.1%
4.843083043 1
< 0.1%
4.596930215 1
< 0.1%
4.592908532 1
< 0.1%

V21
Real number (ℝ)

HIGH CORRELATION 

Distinct10160
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.070143566
Minimum-11.468435
Maximum22.614889
Zeros0
Zeros (%)0.0%
Negative7536
Negative (%)72.3%
Memory size162.9 KiB
2023-12-19T17:10:26.501685image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-11.468435
5-th percentile-0.53430532
Q1-0.27142118
median-0.13225777
Q30.01741304
95-th percentile0.41711547
Maximum22.614889
Range34.083324
Interquartile range (IQR)0.28883422

Descriptive statistics

Standard deviation0.87954221
Coefficient of variation (CV)-12.539172
Kurtosis268.17546
Mean-0.070143566
Median Absolute Deviation (MAD)0.14332805
Skewness10.908761
Sum-731.24668
Variance0.77359451
MonotonicityNot monotonic
2023-12-19T17:10:26.691815image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.007342802666 28
 
0.3%
0.03151077795 20
 
0.2%
-0.2081362659 20
 
0.2%
0.167722 16
 
0.2%
-0.08858252271 14
 
0.1%
0.03757008636 8
 
0.1%
-0.1191602845 6
 
0.1%
-0.0825232143 6
 
0.1%
0.1677098814 6
 
0.1%
-0.1051935786 6
 
0.1%
Other values (10150) 10295
98.8%
ValueCountFrequency (%)
-11.46843491 1
< 0.1%
-11.32284203 1
< 0.1%
-11.27389007 1
< 0.1%
-11.23526649 1
< 0.1%
-11.10249056 1
< 0.1%
-6.599580452 1
< 0.1%
-6.301239164 1
< 0.1%
-5.378106262 1
< 0.1%
-5.258316584 1
< 0.1%
-4.709977251 1
< 0.1%
ValueCountFrequency (%)
22.61488937 1
< 0.1%
22.59954336 1
< 0.1%
22.58898947 1
< 0.1%
22.57971423 1
< 0.1%
22.56568024 1
< 0.1%
15.63145341 1
< 0.1%
14.71821159 1
< 0.1%
12.1948493 1
< 0.1%
11.2107477 1
< 0.1%
11.19772903 1
< 0.1%

V22
Real number (ℝ)

HIGH CORRELATION 

Distinct10160
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.15325641
Minimum-8.5936416
Maximum4.3938457
Zeros0
Zeros (%)0.0%
Negative6105
Negative (%)58.6%
Memory size162.9 KiB
2023-12-19T17:10:26.912708image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-8.5936416
5-th percentile-1.0431218
Q1-0.54217627
median-0.12107022
Q30.23369764
95-th percentile0.76987588
Maximum4.3938457
Range12.987487
Interquartile range (IQR)0.77587391

Descriptive statistics

Standard deviation0.62183922
Coefficient of variation (CV)-4.0575087
Kurtosis18.04468
Mean-0.15325641
Median Absolute Deviation (MAD)0.38195739
Skewness-1.419383
Sum-1597.6981
Variance0.38668401
MonotonicityNot monotonic
2023-12-19T17:10:27.121953image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.2508856951 28
 
0.3%
0.2787432829 20
 
0.2%
-0.2725523222 20
 
0.2%
0.665252616 16
 
0.2%
-0.1263433834 14
 
0.1%
0.2734654022 8
 
0.1%
-0.2315702582 6
 
0.1%
-0.131621264 6
 
0.1%
0.6652631718 6
 
0.1%
-0.2437357731 6
 
0.1%
Other values (10150) 10295
98.8%
ValueCountFrequency (%)
-8.593641565 1
< 0.1%
-8.55580793 1
< 0.1%
-8.527144872 1
< 0.1%
-8.483441127 1
< 0.1%
-8.420245605 1
< 0.1%
-5.707800997 1
< 0.1%
-4.432105603 1
< 0.1%
-4.266839413 1
< 0.1%
-4.182957364 1
< 0.1%
-3.945337946 1
< 0.1%
ValueCountFrequency (%)
4.393845658 1
< 0.1%
4.359627185 1
< 0.1%
3.880680373 1
< 0.1%
3.661956889 1
< 0.1%
3.312970537 1
< 0.1%
2.815903246 1
< 0.1%
2.466050042 1
< 0.1%
1.985148506 1
< 0.1%
1.957759397 1
< 0.1%
1.921346586 1
< 0.1%

V23
Real number (ℝ)

Distinct10160
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.038863632
Minimum-19.254328
Maximum13.876221
Zeros0
Zeros (%)0.0%
Negative6401
Negative (%)61.4%
Memory size162.9 KiB
2023-12-19T17:10:27.419164image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-19.254328
5-th percentile-0.41089696
Q1-0.17586819
median-0.04608533
Q30.069408996
95-th percentile0.38173718
Maximum13.876221
Range33.130548
Interquartile range (IQR)0.24527718

Descriptive statistics

Standard deviation0.51558449
Coefficient of variation (CV)-13.266503
Kurtosis387.03696
Mean-0.038863632
Median Absolute Deviation (MAD)0.121787
Skewness-6.9554838
Sum-405.15336
Variance0.26582736
MonotonicityNot monotonic
2023-12-19T17:10:27.770821image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.3315996894 28
 
0.3%
-0.02733678719 20
 
0.2%
-0.07078518358 20
 
0.2%
0.03422690551 16
 
0.2%
-0.2179992472 14
 
0.1%
-0.0361507822 8
 
0.1%
-0.05155015298 6
 
0.1%
-0.2268132422 6
 
0.1%
0.0342445335 6
 
0.1%
-0.07186641149 6
 
0.1%
Other values (10150) 10295
98.8%
ValueCountFrequency (%)
-19.25432762 1
< 0.1%
-15.14434034 1
< 0.1%
-11.66999352 1
< 0.1%
-10.47797764 1
< 0.1%
-8.238609977 1
< 0.1%
-7.996810517 1
< 0.1%
-7.028115951 1
< 0.1%
-5.110557588 1
< 0.1%
-3.984425694 1
< 0.1%
-3.731390694 1
< 0.1%
ValueCountFrequency (%)
13.87622086 1
< 0.1%
10.47576998 1
< 0.1%
5.719454825 1
< 0.1%
4.332061451 1
< 0.1%
4.095021042 1
< 0.1%
3.787712783 1
< 0.1%
3.740896577 1
< 0.1%
3.657314697 1
< 0.1%
3.642682733 1
< 0.1%
3.638520249 1
< 0.1%

V24
Real number (ℝ)

Distinct10160
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0080782783
Minimum-2.5123765
Maximum3.2002012
Zeros0
Zeros (%)0.0%
Negative4460
Negative (%)42.8%
Memory size162.9 KiB
2023-12-19T17:10:28.144054image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-2.5123765
5-th percentile-1.1196409
Q1-0.343429
median0.056866366
Q30.39122007
95-th percentile0.92920516
Maximum3.2002012
Range5.7125777
Interquartile range (IQR)0.73464907

Descriptive statistics

Standard deviation0.5888457
Coefficient of variation (CV)72.892475
Kurtosis0.37283738
Mean0.0080782783
Median Absolute Deviation (MAD)0.35913794
Skewness-0.63223642
Sum84.216052
Variance0.34673926
MonotonicityNot monotonic
2023-12-19T17:10:28.438937image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1.00995228 28
 
0.3%
-0.7088033426 20
 
0.2%
0.9576658003 20
 
0.2%
0.149376674 16
 
0.2%
0.3581221092 14
 
0.1%
-0.7082902178 8
 
0.1%
1.022013165 6
 
0.1%
0.358635234 6
 
0.1%
0.1493756477 6
 
0.1%
1.023195918 6
 
0.1%
Other values (10150) 10295
98.8%
ValueCountFrequency (%)
-2.51237651 1
< 0.1%
-2.49354476 1
< 0.1%
-2.203340891 1
< 0.1%
-2.162522517 1
< 0.1%
-2.043850964 1
< 0.1%
-1.917229919 1
< 0.1%
-1.900995313 1
< 0.1%
-1.867208192 1
< 0.1%
-1.859103561 1
< 0.1%
-1.848209481 1
< 0.1%
ValueCountFrequency (%)
3.200201195 1
< 0.1%
2.192625557 1
< 0.1%
1.311195214 1
< 0.1%
1.215278822 1
< 0.1%
1.191020981 1
< 0.1%
1.132342138 1
< 0.1%
1.116237078 1
< 0.1%
1.11297017 1
< 0.1%
1.108439997 1
< 0.1%
1.104093051 1
< 0.1%

V25
Real number (ℝ)

Distinct10160
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.11839915
Minimum-4.7816055
Maximum5.5250927
Zeros0
Zeros (%)0.0%
Negative3650
Negative (%)35.0%
Memory size162.9 KiB
2023-12-19T17:10:28.774384image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-4.7816055
5-th percentile-0.59442473
Q1-0.13403872
median0.15199622
Q30.3930317
95-th percentile0.72826422
Maximum5.5250927
Range10.306698
Interquartile range (IQR)0.52707042

Descriptive statistics

Standard deviation0.42886165
Coefficient of variation (CV)3.6221683
Kurtosis5.6135735
Mean0.11839915
Median Absolute Deviation (MAD)0.26003841
Skewness-0.47596013
Sum1234.3111
Variance0.18392231
MonotonicityNot monotonic
2023-12-19T17:10:29.036136image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.2337301799 28
 
0.3%
0.3930317048 20
 
0.2%
0.6364714744 20
 
0.2%
0.06145175576 16
 
0.2%
0.8146255164 14
 
0.1%
0.38935995 8
 
0.1%
0.3683031908 6
 
0.1%
0.8109537617 6
 
0.1%
0.06145909927 6
 
0.1%
0.3598397961 6
 
0.1%
Other values (10150) 10295
98.8%
ValueCountFrequency (%)
-4.781605522 1
< 0.1%
-2.577362588 1
< 0.1%
-2.483068889 1
< 0.1%
-2.322905876 1
< 0.1%
-2.160800368 1
< 0.1%
-2.032068366 1
< 0.1%
-1.959303771 1
< 0.1%
-1.875718982 1
< 0.1%
-1.853281783 1
< 0.1%
-1.843077692 1
< 0.1%
ValueCountFrequency (%)
5.525092704 1
< 0.1%
2.4197915 1
< 0.1%
1.9725154 1
< 0.1%
1.964597849 1
< 0.1%
1.951253598 1
< 0.1%
1.799818675 1
< 0.1%
1.727062745 1
< 0.1%
1.701796414 1
< 0.1%
1.685000706 1
< 0.1%
1.629684302 1
< 0.1%

V26
Real number (ℝ)

Distinct10160
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.037217334
Minimum-1.3039601
Maximum3.5173456
Zeros0
Zeros (%)0.0%
Negative5375
Negative (%)51.6%
Memory size162.9 KiB
2023-12-19T17:10:29.223705image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-1.3039601
5-th percentile-0.75348254
Q1-0.37402995
median-0.032831024
Q30.37833501
95-th percentile1.0579021
Maximum3.5173456
Range4.8213057
Interquartile range (IQR)0.75236496

Descriptive statistics

Standard deviation0.55801416
Coefficient of variation (CV)14.993394
Kurtosis-0.14740903
Mean0.037217334
Median Absolute Deviation (MAD)0.36980048
Skewness0.55034855
Sum387.9907
Variance0.3113798
MonotonicityNot monotonic
2023-12-19T17:10:29.441353image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.8244705574 28
 
0.3%
-0.2315446526 20
 
0.2%
-0.7110788271 20
 
0.2%
0.07372517454 16
 
0.2%
-0.3458153 14
 
0.1%
-0.2326111755 8
 
0.1%
1.046159028 6
 
0.1%
-0.3468818229 6
 
0.1%
0.07372730759 6
 
0.1%
1.043700693 6
 
0.1%
Other values (10150) 10295
98.8%
ValueCountFrequency (%)
-1.303960093 1
< 0.1%
-1.291802589 1
< 0.1%
-1.243924154 1
< 0.1%
-1.22214642 1
< 0.1%
-1.168869913 1
< 0.1%
-1.168425357 1
< 0.1%
-1.159825403 1
< 0.1%
-1.14151936 1
< 0.1%
-1.138230523 1
< 0.1%
-1.138071794 1
< 0.1%
ValueCountFrequency (%)
3.517345612 1
< 0.1%
3.463245654 1
< 0.1%
3.087444274 1
< 0.1%
3.065575697 1
< 0.1%
3.040808202 1
< 0.1%
2.964299508 1
< 0.1%
1.788188782 1
< 0.1%
1.726004108 1
< 0.1%
1.585652226 1
< 0.1%
1.556236445 1
< 0.1%

V27
Real number (ℝ)

Distinct10160
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.011836998
Minimum-7.9760998
Maximum8.2543756
Zeros0
Zeros (%)0.0%
Negative5277
Negative (%)50.6%
Memory size162.9 KiB
2023-12-19T17:10:29.637920image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-7.9760998
5-th percentile-0.38602422
Q1-0.077716918
median-0.0015061119
Q30.095375028
95-th percentile0.4021607
Maximum8.2543756
Range16.230475
Interquartile range (IQR)0.17309195

Descriptive statistics

Standard deviation0.39915441
Coefficient of variation (CV)33.720917
Kurtosis84.321972
Mean0.011836998
Median Absolute Deviation (MAD)0.084215642
Skewness-2.5493959
Sum123.4007
Variance0.15932424
MonotonicityNot monotonic
2023-12-19T17:10:29.853011image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.2413052126 28
 
0.3%
0.01163299465 20
 
0.2%
0.06801812096 20
 
0.2%
0.02462278126 16
 
0.2%
-0.04811112772 14
 
0.1%
0.009743525144 8
 
0.1%
-0.0867477652 6
 
0.1%
-0.05000059722 6
 
0.1%
0.0246265602 6
 
0.1%
-0.0911029924 6
 
0.1%
Other values (10150) 10295
98.8%
ValueCountFrequency (%)
-7.976099818 1
< 0.1%
-6.695013096 1
< 0.1%
-6.126485507 1
< 0.1%
-5.944407717 1
< 0.1%
-5.775942724 1
< 0.1%
-5.336289424 1
< 0.1%
-5.187273715 1
< 0.1%
-5.107788581 1
< 0.1%
-5.045247104 1
< 0.1%
-4.933677736 1
< 0.1%
ValueCountFrequency (%)
8.254375597 1
< 0.1%
4.173387153 1
< 0.1%
3.852045639 1
< 0.1%
3.35882175 1
< 0.1%
3.052357687 1
< 0.1%
2.980200657 1
< 0.1%
2.706566162 1
< 0.1%
2.698393891 1
< 0.1%
2.677292054 1
< 0.1%
2.527393832 1
< 0.1%

V28
Real number (ℝ)

Distinct10160
Distinct (%)97.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0021172787
Minimum-3.5753124
Maximum4.8607691
Zeros0
Zeros (%)0.0%
Negative3681
Negative (%)35.3%
Memory size162.9 KiB
2023-12-19T17:10:30.086842image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum-3.5753124
5-th percentile-0.33986525
Q1-0.015331259
median0.015492111
Q30.070669139
95-th percentile0.22869388
Maximum4.8607691
Range8.4360815
Interquartile range (IQR)0.086000398

Descriptive statistics

Standard deviation0.25893693
Coefficient of variation (CV)122.29705
Kurtosis76.801949
Mean0.0021172787
Median Absolute Deviation (MAD)0.039037861
Skewness1.1196198
Sum22.072631
Variance0.067048336
MonotonicityNot monotonic
2023-12-19T17:10:30.272424image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-0.02035863786 28
 
0.3%
0.005579101072 20
 
0.2%
0.02417281086 20
 
0.2%
0.0233645967 16
 
0.2%
0.02095632708 14
 
0.1%
0.00732027843 8
 
0.1%
-0.0008091127471 6
 
0.1%
0.02269750444 6
 
0.1%
0.02336111435 6
 
0.1%
0.003204301062 6
 
0.1%
Other values (10150) 10295
98.8%
ValueCountFrequency (%)
-3.575312416 1
< 0.1%
-3.50925022 1
< 0.1%
-3.054084903 1
< 0.1%
-2.909294351 1
< 0.1%
-2.735622762 1
< 0.1%
-2.519254702 1
< 0.1%
-2.416099324 1
< 0.1%
-2.372644051 1
< 0.1%
-2.326437421 1
< 0.1%
-2.283113949 1
< 0.1%
ValueCountFrequency (%)
4.860769069 1
< 0.1%
4.712560306 1
< 0.1%
4.556696798 1
< 0.1%
4.157933573 1
< 0.1%
3.89532087 1
< 0.1%
3.854890768 1
< 0.1%
3.553905855 1
< 0.1%
2.782949518 1
< 0.1%
2.619298224 1
< 0.1%
2.508443102 1
< 0.1%

Amount
Real number (ℝ)

ZEROS 

Distinct3821
Distinct (%)36.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean63.56476
Minimum0
Maximum7712.43
Zeros109
Zeros (%)1.0%
Negative0
Negative (%)0.0%
Memory size162.9 KiB
2023-12-19T17:10:30.472533image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0.92
Q15.84
median15.95
Q353.04
95-th percentile264.132
Maximum7712.43
Range7712.43
Interquartile range (IQR)47.2

Descriptive statistics

Standard deviation176.68588
Coefficient of variation (CV)2.7796201
Kurtosis414.44942
Mean63.56476
Median Absolute Deviation (MAD)13.97
Skewness13.958156
Sum662662.62
Variance31217.901
MonotonicityNot monotonic
2023-12-19T17:10:30.705489image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 521
 
5.0%
11.85 439
 
4.2%
15.95 259
 
2.5%
5 221
 
2.1%
1.98 152
 
1.5%
0.89 146
 
1.4%
9.99 139
 
1.3%
10 133
 
1.3%
89.99 121
 
1.2%
14.95 117
 
1.1%
Other values (3811) 8177
78.4%
ValueCountFrequency (%)
0 109
1.0%
0.01 101
1.0%
0.02 4
 
< 0.1%
0.05 4
 
< 0.1%
0.07 2
 
< 0.1%
0.1 1
 
< 0.1%
0.11 1
 
< 0.1%
0.12 2
 
< 0.1%
0.13 1
 
< 0.1%
0.14 2
 
< 0.1%
ValueCountFrequency (%)
7712.43 1
< 0.1%
4002.88 1
< 0.1%
3828.04 1
< 0.1%
2746.34 1
< 0.1%
2540.42 1
< 0.1%
2452.03 1
< 0.1%
2126.13 1
< 0.1%
1986.92 1
< 0.1%
1939.3 1
< 0.1%
1912.89 2
< 0.1%

Class
Categorical

IMBALANCE 

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size162.9 KiB
0.0
10383 
1.0
 
42

Length

Max length3
Median length3
Mean length3
Min length3

Characters and Unicode

Total characters31275
Distinct characters3
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0.0
2nd row0.0
3rd row0.0
4th row0.0
5th row0.0

Common Values

ValueCountFrequency (%)
0.0 10383
99.6%
1.0 42
 
0.4%

Length

2023-12-19T17:10:30.988703image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-19T17:10:31.169381image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
ValueCountFrequency (%)
0.0 10383
99.6%
1.0 42
 
0.4%

Most occurring characters

ValueCountFrequency (%)
0 20808
66.5%
. 10425
33.3%
1 42
 
0.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 20850
66.7%
Other Punctuation 10425
33.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 20808
99.8%
1 42
 
0.2%
Other Punctuation
ValueCountFrequency (%)
. 10425
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 31275
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 20808
66.5%
. 10425
33.3%
1 42
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 31275
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 20808
66.5%
. 10425
33.3%
1 42
 
0.1%

Interactions

2023-12-19T17:10:10.675492image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:07:11.877446image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:07:18.485662image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:07:26.296117image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:07:32.224795image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:07:37.173886image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:07:44.253537image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:07:49.938628image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:07:56.461482image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:08:02.162932image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:08:08.715604image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:08:14.118368image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:08:21.896501image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:08:27.720612image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:08:34.005565image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:08:39.447850image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:08:46.840127image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:08:54.986267image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:09:01.661295image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:09:07.611332image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:09:13.495533image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:09:19.988608image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:09:24.774005image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:09:30.422539image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:09:35.445528image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:09:42.027966image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:09:47.101338image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:09:52.910585image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:10:00.155472image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:10:05.953269image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:10:10.844467image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:07:12.035652image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:07:18.640582image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:07:26.453623image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:07:32.381116image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:07:37.339889image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:07:44.443269image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:07:50.092437image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:07:56.650825image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:08:02.334193image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:08:08.884071image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:08:14.318197image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:08:22.071319image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:08:27.921272image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:08:34.166921image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:08:39.616906image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:08:47.041290image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:08:55.174942image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:09:01.822416image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:09:07.782215image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:09:13.654155image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:09:20.152658image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:09:24.935963image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:09:30.579170image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:09:35.604102image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:09:42.185021image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:09:47.252087image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:09:53.176067image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:10:00.344440image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:10:06.099007image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:10:11.009761image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:07:12.201758image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:07:18.829278image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:07:26.596938image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:07:32.531355image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:07:37.504698image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:07:44.624457image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:07:50.250091image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:07:56.843644image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:08:02.507613image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:08:09.040752image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:08:14.504801image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:08:22.254699image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:08:28.154259image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:08:34.334415image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:08:39.869907image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:08:47.405592image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:08:55.348105image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:09:01.974431image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:09:07.949197image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:09:13.811600image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:09:20.296419image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:09:25.094384image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:09:30.740855image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:09:35.774371image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:09:42.353067image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:09:47.415908image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:09:53.496965image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:10:00.521284image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:10:06.245117image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:10:11.168153image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:07:12.359315image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:07:19.241292image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:07:26.745337image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:07:32.683860image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:07:37.656014image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:07:44.821164image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:07:50.412857image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:07:57.003057image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:08:02.667428image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
2023-12-19T17:08:09.249637image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
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2023-12-19T17:10:10.514285image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/

Correlations

2023-12-19T17:10:31.462566image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
AmountClassTimeV1V10V11V12V13V14V15V16V17V18V19V2V20V21V22V23V24V25V26V27V28V3V4V5V6V7V8V9
Amount1.0000.0280.027-0.1230.005-0.055-0.0710.0550.066-0.123-0.0540.1150.0190.032-0.4120.1640.2000.100-0.0600.0100.0500.045-0.1470.0490.0270.072-0.2760.226-0.0670.0570.043
Class0.0281.0000.025-0.064-0.0940.101-0.108-0.031-0.105-0.014-0.091-0.076-0.0560.0230.1020.0530.0330.0160.011-0.051-0.0210.0430.0740.022-0.1030.107-0.055-0.087-0.0840.043-0.090
Time0.0270.0251.0000.080-0.2450.306-0.5750.4620.533-0.2210.0140.3980.149-0.083-0.055-0.129-0.106-0.000-0.007-0.0580.096-0.046-0.087-0.0460.0530.068-0.0960.022-0.182-0.0070.488
V1-0.123-0.0640.0801.0000.0360.056-0.0730.0990.1750.1150.1980.014-0.0630.075-0.431-0.183-0.118-0.1270.005-0.0000.400-0.025-0.146-0.056-0.394-0.004-0.192-0.028-0.328-0.0880.061
V100.005-0.094-0.2450.0361.000-0.022-0.029-0.102-0.129-0.0070.157-0.124-0.1240.1030.0610.068-0.083-0.0860.1010.023-0.0520.102-0.046-0.071-0.0540.2150.0450.126-0.034-0.106-0.376
V11-0.0550.1010.3060.056-0.0221.000-0.1280.1500.393-0.1120.0810.1720.105-0.101-0.033-0.0400.0130.0690.179-0.029-0.1150.044-0.066-0.0790.004-0.036-0.042-0.021-0.0870.0440.141
V12-0.071-0.108-0.575-0.073-0.029-0.1281.000-0.272-0.4940.127-0.235-0.364-0.0660.0250.0360.0230.2020.131-0.0420.0370.008-0.0170.1480.058-0.035-0.042-0.054-0.0460.1150.030-0.270
V130.055-0.0310.4620.099-0.1020.150-0.2721.0000.287-0.1260.1000.2170.059-0.0420.0280.091-0.142-0.0460.0090.0100.0750.030-0.1020.0060.0040.0800.0540.025-0.077-0.1590.217
V140.066-0.1050.5330.175-0.1290.393-0.4940.2871.000-0.0790.1220.2660.133-0.052-0.044-0.211-0.016-0.0940.127-0.0210.0190.026-0.178-0.023-0.1260.067-0.0520.029-0.1990.1090.259
V15-0.123-0.014-0.2210.115-0.007-0.1120.127-0.126-0.0791.000-0.023-0.1740.017-0.0080.0810.0530.1030.0580.1020.002-0.100-0.0830.086-0.008-0.192-0.1550.121-0.1610.102-0.104-0.166
V16-0.054-0.0910.0140.1980.1570.081-0.2350.1000.122-0.0231.000-0.2870.184-0.076-0.0230.106-0.030-0.2280.048-0.0260.0570.191-0.1440.001-0.226-0.1080.051-0.071-0.1630.074-0.182
V170.115-0.0760.3980.014-0.1240.172-0.3640.2170.266-0.174-0.2871.000-0.2590.014-0.066-0.118-0.0590.0190.173-0.003-0.053-0.1020.0250.0370.0530.248-0.2440.072-0.2520.0910.218
V180.019-0.0560.149-0.063-0.1240.105-0.0660.0590.1330.0170.184-0.2591.0000.1040.071-0.0190.0400.031-0.214-0.0690.0310.0060.012-0.0040.001-0.0020.0350.038-0.0420.0650.120
V190.0320.023-0.0830.0750.103-0.1010.025-0.042-0.052-0.008-0.0760.0140.1041.000-0.0500.275-0.010-0.010-0.1270.005-0.000-0.0650.005-0.064-0.069-0.053-0.0070.126-0.0710.018-0.085
V2-0.4120.102-0.055-0.4310.061-0.0330.0360.028-0.0440.081-0.023-0.0660.071-0.0501.0000.082-0.099-0.108-0.001-0.010-0.3210.0030.1800.0370.0830.2200.310-0.1130.459-0.081-0.234
V200.1640.053-0.129-0.1830.068-0.0400.0230.091-0.2110.0530.106-0.118-0.0190.2750.0821.0000.0350.022-0.1630.065-0.1080.0600.1090.1660.001-0.0780.1440.0320.2120.022-0.137
V210.2000.033-0.106-0.118-0.0830.0130.202-0.142-0.0160.103-0.030-0.0590.040-0.010-0.0990.0351.0000.596-0.2040.028-0.013-0.0480.0200.1010.1030.000-0.1510.069-0.1060.090-0.141
V220.1000.016-0.000-0.127-0.0860.0690.131-0.046-0.0940.058-0.2280.0190.031-0.010-0.1080.0220.5961.000-0.254-0.002-0.035-0.0880.082-0.0690.323-0.017-0.1280.0630.0030.0450.078
V23-0.0600.011-0.0070.0050.1010.179-0.0420.0090.1270.1020.0480.173-0.214-0.127-0.001-0.163-0.204-0.2541.0000.134-0.2750.0830.0480.072-0.0700.065-0.102-0.091-0.1310.090-0.060
V240.010-0.051-0.058-0.0000.023-0.0290.0370.010-0.0210.002-0.026-0.003-0.0690.005-0.0100.0650.028-0.0020.1341.000-0.012-0.036-0.0430.0770.033-0.033-0.093-0.223-0.010-0.051-0.016
V250.050-0.0210.0960.400-0.052-0.1150.0080.0750.019-0.1000.057-0.0530.031-0.000-0.321-0.108-0.013-0.035-0.275-0.0121.000-0.167-0.035-0.046-0.320-0.019-0.0960.053-0.255-0.0430.181
V260.0450.043-0.046-0.0250.1020.044-0.0170.0300.026-0.0830.191-0.1020.006-0.0650.0030.060-0.048-0.0880.083-0.036-0.1671.000-0.230-0.0050.0350.060-0.0650.022-0.0540.0330.005
V27-0.1470.074-0.087-0.146-0.046-0.0660.148-0.102-0.1780.086-0.1440.0250.0120.0050.1800.1090.0200.0820.048-0.043-0.035-0.2301.0000.4140.039-0.0460.0260.012-0.0290.182-0.039
V280.0490.022-0.046-0.056-0.071-0.0790.0580.006-0.023-0.0080.0010.037-0.004-0.0640.0370.1660.101-0.0690.0720.077-0.046-0.0050.4141.0000.0160.056-0.085-0.025-0.0510.139-0.088
V30.027-0.1030.053-0.394-0.0540.004-0.0350.004-0.126-0.192-0.2260.0530.001-0.0690.0830.0010.1030.323-0.0700.033-0.3200.0350.0390.0161.0000.072-0.0390.0330.178-0.0800.120
V40.0720.1070.068-0.0040.215-0.036-0.0420.0800.067-0.155-0.1080.248-0.002-0.0530.220-0.0780.000-0.0170.065-0.033-0.0190.060-0.0460.0560.0721.000-0.0300.1310.0090.042-0.123
V5-0.276-0.055-0.096-0.1920.045-0.042-0.0540.054-0.0520.1210.051-0.2440.035-0.0070.3100.144-0.151-0.128-0.102-0.093-0.096-0.0650.026-0.085-0.039-0.0301.0000.1520.3770.001-0.211
V60.226-0.0870.022-0.0280.126-0.021-0.0460.0250.029-0.161-0.0710.0720.0380.126-0.1130.0320.0690.063-0.091-0.2230.0530.0220.012-0.0250.0330.1310.1521.000-0.2380.4340.044
V7-0.067-0.084-0.182-0.328-0.034-0.0870.115-0.077-0.1990.102-0.163-0.252-0.042-0.0710.4590.212-0.1060.003-0.131-0.010-0.255-0.054-0.029-0.0510.1780.0090.377-0.2381.000-0.407-0.208
V80.0570.043-0.007-0.088-0.1060.0440.030-0.1590.109-0.1040.0740.0910.0650.018-0.0810.0220.0900.0450.090-0.051-0.0430.0330.1820.139-0.0800.0420.0010.434-0.4071.000-0.052
V90.043-0.0900.4880.061-0.3760.141-0.2700.2170.259-0.166-0.1820.2180.120-0.085-0.234-0.137-0.1410.078-0.060-0.0160.1810.005-0.039-0.0880.120-0.123-0.2110.044-0.208-0.0521.000

Missing values

2023-12-19T17:10:16.513883image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-19T17:10:17.419601image/svg+xmlMatplotlib v3.7.1, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

TimeV1V2V3V4V5V6V7V8V9V10V11V12V13V14V15V16V17V18V19V20V21V22V23V24V25V26V27V28AmountClass
441337671.411399-0.667231-0.909267-1.6205601.4634023.272875-1.1772830.7117050.3607210.2844391.009445-3.1735521.8682481.4113530.2592031.5329200.445912-0.8668980.7682450.211462-0.281262-0.8955130.0858290.9197540.358940-0.507827-0.0189470.01453536.760.0
1164619914-1.0344820.7599451.344673-1.554244-0.5328260.220303-1.165552-2.4870950.054889-0.6689471.257244-2.8437290.2812561.577011-2.5261851.1976530.983546-0.6406450.4166200.689236-1.3717890.378573-0.039743-0.0807770.070622-0.4404770.2636660.1797145.000.0
1282422510-2.8210782.5586591.510101-0.825130-0.074351-1.1438171.280357-1.3958023.0218132.3714221.352344-2.6371591.3885490.183298-0.227142-0.199821-0.237564-0.584112-1.2863550.351558-0.252337-0.6544650.0859300.799657-0.528662-0.456953-2.126077-0.2843004.470.0
55045551-5.697101-6.6945041.6845883.7477828.1323410.422758-5.3354711.7971420.7678940.9339450.513423-2.6639562.2576471.6337801.6105230.6969480.0773821.7974550.5938112.5742910.708507-0.0653151.3843560.9172450.5196530.3868860.0506000.306439141.600.0
242119931.0095760.0729061.7148252.422086-0.8881630.694157-0.9577760.491999-0.2067270.7813281.2903570.196416-0.8686660.2128300.7433751.197505-0.7770370.565002-1.563095-0.1972430.3182120.8515020.0224750.2104030.0845790.1123260.0513590.02977412.140.0
62707373-0.0972210.4653801.8564402.0154860.1948780.791687-0.6312860.2056330.990567-0.0332611.362097-1.5038653.0764681.1901040.120884-0.3921330.5232511.5954452.3622880.3423020.1789080.977183-0.085198-0.512894-0.864515-0.0763720.2860270.2170796.020.0
48854408-0.8834471.4437542.2057742.023825-0.034761-0.1477860.441447-0.0960270.4750900.1648430.040774-3.4815600.6647921.550939-0.1619050.7297690.0806070.480436-1.102716-0.242726-0.003957-0.007170-0.1270440.288674-0.247977-0.135220-0.3294040.12420917.480.0
1229321485-1.630885-1.4138430.612860-2.149243-4.6754531.9365353.874682-0.744810-1.333475-0.4964920.541972-4.1933421.5622130.986921-0.3369610.0826581.030359-0.146277-1.566808-0.311375-0.589457-1.0226140.882677-0.0693460.247407-0.6019330.310345-0.1977941002.000.0
457939221.220434-0.0774880.7615640.893309-0.4575420.119115-0.535322-0.0451172.124318-0.595672-0.526772-2.2565082.0516871.013061-0.6268760.1925600.3007950.3430730.040617-0.063119-0.1292750.072377-0.218201-0.4401750.5805310.520594-0.0255960.00830729.990.0
36703138-0.3812160.7209801.238813-1.9572100.012114-1.6919111.180657-0.4638850.811801-1.150091-0.0495210.330100-0.2778080.1001290.860120-0.676129-0.451364-0.063769-0.2244350.0192610.0818770.614558-0.2555980.7172460.029428-0.8596820.239271-0.0103771.000.0
TimeV1V2V3V4V5V6V7V8V9V10V11V12V13V14V15V16V17V18V19V20V21V22V23V24V25V26V27V28AmountClass
9051126320.992383-0.5141100.8095300.920698-0.7660190.172958-0.5844980.0082702.217739-0.594428-0.523270-2.7186341.4382921.2050000.0365590.5830730.1257540.670025-0.1884200.137780-0.031712-0.010174-0.263802-0.4541950.3739790.467250-0.0435620.033157144.300.0
1260973-1.5358320.0432170.650716-0.7007450.905972-0.449464-0.2243890.672757-0.246597-0.669194-0.2753130.488601-0.2187550.451183-0.8763520.666340-0.7612930.3932110.4915970.210297-0.094673-0.606527-0.198045-0.806783-0.0893860.3410190.186095-0.0515181.000.0
1337323619-0.2044651.2937481.9168051.740899-0.024920-0.3916090.527470-0.1851740.384260-0.3724870.656428-2.5064902.0626931.7267100.947079-0.5167210.8479680.2724681.2566750.125305-0.273165-0.502758-0.0236650.310993-0.373518-0.4470190.1402230.1367779.990.0
11043190511.138558-0.3444761.125137-0.635452-0.991297-0.096130-0.8310540.1548022.821318-1.3299882.618808-0.8999261.5061561.5150470.066932-0.6284770.6864590.4367200.205205-0.181693-0.0661730.2931360.0127100.1886760.346499-0.7263010.0790740.0184456.700.0
10214158931.2596930.3339350.4103370.914611-0.463980-1.071320-0.134504-0.1775461.601717-0.5977040.561543-3.270059-0.0112331.5204570.5622760.5371390.8343320.204205-0.388743-0.246100-0.460217-1.1693550.1644610.2329130.1297790.062189-0.0619050.0202250.890.0
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53715324-8.142638-11.7985592.7548143.1442488.869680-5.841813-7.7913911.3877543.582807-0.3205140.443792-0.6722591.5953100.753972-3.171611-0.1562410.5857331.249043-0.0477442.9744001.1094190.3820442.436705-0.036403-0.5687410.333633-0.2030040.454728170.000.0
53645302-0.6231441.1070051.5473821.0140780.317742-0.2622740.467637-0.0305940.906409-0.3479120.716382-2.5331531.5510601.7142840.687921-0.4737160.762656-0.243146-0.0654680.027621-0.263077-0.3859940.191294-0.028497-0.598631-0.6369910.2923880.2244969.990.0
25592106-1.319169-0.5685612.223358-2.3011320.069310-1.606455-0.2112570.0619811.061877-1.790758-0.4173490.106968-0.4075590.0197271.5713970.054771-0.5038010.3739210.0396020.1835860.1513760.146664-0.0967800.4083850.349405-0.1448040.0101300.08559724.900.0
6955251.089846-0.6027800.924389-0.077039-1.275907-0.420567-0.6348440.1186740.838481-0.2307091.1210000.824766-0.703517-0.039087-0.4462960.174679-0.1182790.1212670.4950220.0128910.1124880.364386-0.0878860.6445720.1924331.421352-0.0844810.00338359.900.0